{"id":"W2582417505","doi":"10.1016/s1553-7250(07)33132-2","title":"Avoiding catheter and Tubing Mis-connections","year":2007,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality and Patient Safety","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Patient Safety Institute","funders":"","keywords":"Medicine; Checklist; Socioeconomic status; Developing country; Epidemiology; Surgery; Environmental health; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0132181,0.0001521556,0.000286178,0.0000797255,0.004593971,0.00002663751,0.00009129041,0.0001434728,0.0007088534],"category_scores_gemma":[0.004426443,0.0000850392,0.00007570834,0.000106101,0.000128528,0.0001551661,0.00008866882,0.00258956,0.00004146426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007891349,"about_ca_system_score_gemma":0.00005874658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009028447,"about_ca_topic_score_gemma":0.00001881026,"domain_scores_codex":[0.9945551,0.003456719,0.001046211,0.0001766325,0.0003892042,0.0003761784],"domain_scores_gemma":[0.9913607,0.007284934,0.0005128456,0.0002469975,0.0001269304,0.0004676406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00843465,0.002170664,0.05888879,0.001223595,0.000332494,0.0001018336,0.346643,0.00005660805,0.004966299,0.1442651,0.03125535,0.4016616],"study_design_scores_gemma":[0.001281227,0.000730762,0.07943145,0.001370403,0.00005280605,0.0001170302,0.06852251,0.00007765533,0.0002783152,0.006506829,0.8413575,0.0002735147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068406,0.0003895502,0.002151342,0.07767521,0.0008225809,0.000347369,0.000005748511,0.00003681034,0.01173084],"genre_scores_gemma":[0.9928833,0.0003702243,0.0001942363,0.005785984,0.0003015354,0.000003513317,0.000001743061,0.00001085481,0.0004485674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8101022,"threshold_uncertainty_score":0.9997115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1887770125115396,"score_gpt":0.4546351039226328,"score_spread":0.2658580914110933,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}